Předmět Transport of Contaminants in Porous Environment (ZVX14E)

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Materiál	Typ	Datum	Počet stažení

Cíl

The aim of this subject is to specialise in selected hydrological models and modeling approaches.

Osnova

PřednáškaIntroduction to hydrolgical modeling, hydrological system, dynamics of hydrological system, hydrological model definitionClasification of hydrological models, Black box models, grey box models, white box modelsEvent based hydrological mdoels, unit hydrograph methods, synthetic unit hydrograph modelsShor term runoff prediction, hydrological forecasting system, linear prediction modelArtificial neural network models, MLP, ANN trainingConceptual models, acumulation space reprezentation using conctituitive equations, numerical solution of dynamics of retention spaceConceptual model examples, CHIMERA, HBV, BILAN, SAC SMA, PDMSurface runoff models based on the solution of the set of StKinematic and difusion wave aproximation, examples of difinete differences numerical schemesIntroduction into the hydrological model optimisation, uncertainty in hydrological modeling, Okham razor principleGradient optimisation, gradient descent optimisation, conjugate gradient method, Levenber-Marquardt optimisationEvolutionary optimisation techniques, DSO, Differtial evolutionCvičeníIntroduction to R I, vectors, matrices, lists, functionsIntroduction to R IILinear model in R, AR model, MA model, ARMA modelANN model and MLP in R, software packages in RHEC HMS and unit hydrograph modelsIntroduction into the CHIMERA modeling frameworkBuilding the conceptual models under the CHIMERA frameworkHydrological model calibration and validation in CHIMERA frameworkKinematic wave models examplesDifution wave models examplesGradient optimisationEvolutionary optimisation

Získané způsobilosti

Znalosti:Graduates acquire theoretical knowledge from the field of hydrologic process modelling. They understand advanced techniques used for describing hydrologic cycle for description of hydrological processes, and for advanced statistical analysis of hydrologic data. These techniques are based on fundamental physical laws and graduates are able to apply them in specific engineering solutions.Dovednosti:Graduates are able to use gained knowledge for solving water management issues and in other relating courses of the study field e.g. hydrology modelling, groundwater hydrology, soil water hydrology, drainage, irrigation, small water streams, small water reservoirs, water supply and sewerage systems.Kompetence - komunikace:Graduates are able to communicate within engineering and eventually research groups where they are able to formulate, explain and defend particular solution. Further, they are able to explain and defend their opinions on such a solution. Using one universal language graduates are capable of communicating and understanding the literature in the field of hydrological modelling.Kompetence - úsudek:While dealing with hydrologic problems graduates are capable of creating descriptions and finding solutions, and are able to assess the accuracy of particular solution. Graduates can manage with practical hydrologic problems including those more complicated one's and are able to present and defend opinions within the professional discussion.

Literatura

ZákladníBRUTSAERT, W.,2005 Hydrology an introduction. Cambridge University Press. s 605, ISBN 0-521-82479-6.SINGH, V.,P.,1988 Hydrologic sytems Rainfall runoff modeling. prentice Hall. s 480, ISBN 0-13-448051-1.BEVEN, K.J.,2001 Rainfall - runoff modeling the primer. John Wiley and Sons Interscience . 360 p, ISBN 0-471-98553-8.DoporučenáVIESSMAN, W., LEWIS, G.L,2002. Intoduction to Hydrology. Prentice Hall. s 612, ISBN 0-67-399337-X.McCUEN, R.H.,1989 Hydrologic analysis and design. Prentice Hall.BEDIENT, B.,P.,2002 Hydrology and Floodplain Analysis. Prentice Hall. s 763, ISBN 0-13-032222-9.SINGH, V.,P.,1996 Kinematic Wave Modeling in Water resources. Wiley Interscience. s 1399, ISBN 0-471-10945-2.SHAW, M.,E.,2004 Hydrology in Practice. Routledge. s 569, ISBN 0-7487-4448-7.

Požadavky

Hydrology, Mathematics

Garant

doc. Ing. Michal Kuráž, Ph.D.